Università degli Studi di Cagliari
Giorgio Fumera
Human-in-the-Loop Person Re-Identification as a Defence Against Adversarial Attacks
2024-01-01 Delussu, Rita; Putzu, Lorenzo; Ledda, Emanuele; Fumera, Giorgio
Synthetic Data for Video Surveillance Applications of Computer Vision: A Review
2024-01-01 Delussu, Rita; Putzu, Lorenzo; Fumera, Giorgio
Human-in-the-loop cross-domain person re-identification
2023-01-01 Delussu, R.; Putzu, L.; Fumera, G.
Adversarial Attacks Against Uncertainty Quantification
2023-01-01 Ledda, Emanuele; Angioni, Daniele; Piras, Giorgio; Fumera, Giorgio; Biggio, Battista; Roli, Fabio
Specialise to Generalise: The Person Re-identification Case
2023-01-01 Putzu, L.; Loddo, A.; Delussu, R.; Fumera, G.
BLUES: Before-reLU-EStimates Bayesian Inference for Crowd Counting
2023-01-01 Ledda, E.; Delussu, R.; Putzu, L.; Fumera, G.; Roli, F.
Dropout injection at test time for post hoc uncertainty quantification in neural networks
2023-01-01 Ledda, E; Fumera, G; Roli, F
A Microwave Imaging Technique Based on Artificial Neural Networks for Neck Tumors Detection
2022-01-01 Dachena, Chiara; Fedeli, Alessandro; Fanti, Alessandro; Lodi, Matteo B.; Fumera, Giorgio; Pastorino, Matteo; Randazzo, Andrea
On the Evaluation of Video-Based Crowd Counting Models
2022-01-01 Ledda, E.; Putzu, L.; Delussu, R.; Fumera, G.; Roli, F.
Initial Experimental Tests of an ANN-Based Microwave Imaging Technique for Neck Diagnostics
2022-01-01 Dachena, C; Fedeli, A; Fanti, A; Lodi, Mb; Fumera, G; Pastorino, M; Randazzo, A
Scene-specific crowd counting using synthetic training images
2022-01-01 Delussu, R.; Putzu, L.; Fumera, G.
A Robust SVM Color-Based Food Segmentation Algorithm for the Production Process of a Traditional Carasau Bread
2022-01-01 Mannaro, K.; Baire, M.; Fanti, A.; Lodi, M. B.; Didaci, L.; Fedeli, A.; Cocco, L.; Randazzo, A.; Mazzarella, G.; Fumera, G.
On the Effectiveness of Synthetic Data Sets for Training Person Re-identification Models
2022-01-01 Delussu, R; Putzu, L; Fumera, G
Automatic Myelofibrosis Grading from Silver-Stained Images
2021-01-01 Putzu, L.; Untesco, M.; Fumera, G.
How Realistic Should Synthetic Images Be for Training Crowd Counting Models?
2021-01-01 Ledda, E.; Putzu, L.; Delussu, R.; Loddo, A.; Fumera, G.
Microwave Tomography of the Neck with ANNs: Preliminary Results with Simplified Numerical Phantoms
2021-01-01 Dachena, C.; Fedeli, A.; Pastorino, M.; Randazzo, A.; Fanti, A.; Lodi, M. B.; Fumera, G.
Online domain adaptation for person Re-identification with a human in the loop
2021-01-01 Delussu, R.; Putzu, L.; Fumera, G.; Roli, F.
Microwave Imaging of the Neck by Means of Artificial Neural Networks for Tumor Detection
2021-01-01 Dachena, Chiara; Fedeli, Alessandro; Fanti, Alessandro; Lodi, Matteo B.; Fumera, Giorgio; Randazzo, Andrea; Pastorino, Matteo
Investigating Synthetic Data Sets for Crowd Counting in Cross-scene Scenarios
2020-01-01 Delussu, Rita; Putzu, Lorenzo; Fumera, Giorgio
An Empirical Evaluation of Cross-scene Crowd Counting Performance
2020-01-01 Fumera, Giorgio; Putzu, Lorenzo; Delussu, Rita
Deep neural rejection against adversarial examples
2020-01-01 Sotgiu, Angelo; Demontis, Ambra; Melis, Marco; Biggio, Battista; Fumera, Giorgio; Feng, Xiaoyi; Roli, Fabio
F-measure curves: a tool to visualize classifier performance under imbalance
2020-01-01 Soleymani, R.; Granger, E.; Fumera, G.
An empirical evaluation of nuclei segmentation from H&E images in a real application scenario
2020-01-01 Putzu, L.; Fumera, G.
DEICTIC: a compositional and declarative gesture description based on hidden markov models
2019-01-01 Carcangiu, Alessandro; Spano, Lucio Davide; Fumera, Giorgio; Roli, Fabio
A wireless sensors network for monitoring the Carasau bread manufacturing process
2019-01-01 Baire, M.; Melis, A.; Lodi, M. B.; Tuveri, P.; Dachena, C.; Simone, M.; Fanti, A.; Fumera, G.; Pisanu, T.; Mazzarella, G.
Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid
2018-01-01 Melis, Marco; Demontis, Ambra; Biggio, Battista; Brown, Gavin; Fumera, Giorgio; Roli, Fabio
Progressive Boosting for Class Imbalance and its Application to Face Re-Identification
2018-01-01 Soleymani, Roghayeh; Granger, Eric; Fumera, Giorgio
F-Measure Curves for Visualizing Classifier Performance with Imbalanced Data
2018-01-01 Soleymani, Roghayeh; Granger, Eric; Fumera, Giorgio
Multi-Stage Ranking Approach for Fast Person Re-Identification
2018-01-01 LAVI SEFIDGARI, Bahram; Fumera, Giorgio; Roli, Fabio
Infinity-norm support vector machines against adversarial label contamination
2017-01-01 Demontis, Ambra; Biggio, Battista; Fumera, Giorgio; Giacinto, Giorgio; Roli, Fabio
Designing multi-label classifiers that maximize F measures: state of the art
2017-01-01 Pillai, Ignazio; Fumera, Giorgio; Roli, Fabio
Gesture modelling and recognition by integrating declarative models and pattern recognition algorithms
2017-01-01 Carcangiu, Alessandro; Spano, Lucio Davide; Fumera, Giorgio; Roli, Fabio
An extended sparse classification framework for domain adaptation in video surveillance
2017-01-01 Nourbakhsh, Farshad; Granger, Eric; Fumera, Giorgio
Statistical meta-analysis of presentation attacks for secure multibiometric systems
2017-01-01 Biggio, Battista; Fumera, Giorgio; Marcialis, GIAN LUCA; Roli, Fabio
A parameter randomization approach for constructing classifier ensembles
2017-01-01 Santucci, Enrica; Didaci, Luca; Fumera, Giorgio; Roli, Fabio
Using diversity for classifier ensemble pruning: an empirical investigation
2017-01-01 Ahmed, MUHAMMAD ATTA OTHMAN; Didaci, Luca; LAVI SEFIDGARI, Bahram; Fumera, Giorgio
Social engineering 2.0: A foundational work
2017-01-01 Ariu, Davide; Frumento, Enrico; Fumera, Giorgio
Classifier Ensembles with Trajectory Under-Sampling for Face Re-Identification
2016-01-01 Fumera, Giorgio; Granger, Eric; Soleymani, Roghayeh
Secure Kernel Machines against Evasion Attacks
2016-01-01 Russu, Paolo; Demontis, Ambra; Biggio, Battista; Fumera, Giorgio; Roli, Fabio
A multi-stage approach for fast person re-identification
2016-01-01 Lavi, Bahram; Fumera, Giorgio; Roli, Fabio
Super-Sparse Learning in Similarity Spaces
2016-01-01 Demontis, Ambra; Melis, Marco; Biggio, Battista; Fumera, Giorgio; Roli, Fabio
Multimodal Person ReIdentification Using RGB-D Cameras
2016-01-01 Pala, Federico; Satta, R; Fumera, Giorgio; Roli, Fabio
A (Cyber)ROAD to the Future: A Methodology for Building Cybersecurity Research Roadmaps
2016-01-01 Ariu, Davide; Didaci, Luca; Fumera, Giorgio; Giacinto, Giorgio; Roli, Fabio; Frumento, Enrico; Freschi, Federica
On security and sparsity of linear classifiers for adversarial settings
2016-01-01 Demontis, Ambra; Russu, Paolo; Biggio, Battista; Fumera, Giorgio; Roli, Fabio
Testing Different Learning Strategies on a Simple Connectionist Model of Numerical Fact Retrieval
2016-01-01 Pinna, Simone; Fumera, Giorgio
Loss factors for learning Boosting ensembles from imbalanced data
2016-01-01 Soleymani, Roghayeh; Granger, Eric; Fumera, Giorgio
Anti-spoofing: Multimodal
2015-01-01 Marcialis, GIAN LUCA; Biggio, Battista; Fumera, Giorgio
An empirical investigation on the use of diversity for creation of classifier ensembles
2015-01-01 Ahmed, MUHAMMAD ATTA OTHMAN; Didaci, Luca; Fumera, Giorgio; Roli, Fabio
Yet Another Cybersecurity Roadmapping Methodology
2015-01-01 Ariu, Davide; Didaci, Luca; Fumera, Giorgio; Frumento, E; Freschi, F; Giacinto, Giorgio; Roli, Fabio
Fast image classification with reduced multiclass support vector machines
2015-01-01 Melis, Marco; Piras, Luca; Biggio, Battista; Giacinto, Giorgio; Fumera, Giorgio; Roli, Fabio
| Titolo | Data di pubblicazione | Autore(i) | Rivista | Editore |
|---|---|---|---|---|
| Human-in-the-Loop Person Re-Identification as a Defence Against Adversarial Attacks | 1-gen-2024 | Delussu, Rita; Putzu, Lorenzo; Ledda, Emanuele; Fumera, Giorgio | - | Springer |
| Synthetic Data for Video Surveillance Applications of Computer Vision: A Review | 1-gen-2024 | Delussu, Rita; Putzu, Lorenzo; Fumera, Giorgio | INTERNATIONAL JOURNAL OF COMPUTER VISION | - |
| Human-in-the-loop cross-domain person re-identification | 1-gen-2023 | Delussu, R.; Putzu, L.; Fumera, G. | EXPERT SYSTEMS WITH APPLICATIONS | - |
| Adversarial Attacks Against Uncertainty Quantification | 1-gen-2023 | Ledda, Emanuele; Angioni, Daniele; Piras, Giorgio; Fumera, Giorgio; Biggio, Battista; Roli, Fabio | - | IEEE COMPUTER SOC |
| Specialise to Generalise: The Person Re-identification Case | 1-gen-2023 | Putzu, L.; Loddo, A.; Delussu, R.; Fumera, G. | - | - |
| BLUES: Before-reLU-EStimates Bayesian Inference for Crowd Counting | 1-gen-2023 | Ledda, E.; Delussu, R.; Putzu, L.; Fumera, G.; Roli, F. | - | - |
| Dropout injection at test time for post hoc uncertainty quantification in neural networks | 1-gen-2023 | Ledda, E; Fumera, G; Roli, F | INFORMATION SCIENCES | - |
| A Microwave Imaging Technique Based on Artificial Neural Networks for Neck Tumors Detection | 1-gen-2022 | Dachena, Chiara; Fedeli, Alessandro; Fanti, Alessandro; Lodi, Matteo B.; Fumera, Giorgio; Pastorino, Matteo; Randazzo, Andrea | - | - |
| On the Evaluation of Video-Based Crowd Counting Models | 1-gen-2022 | Ledda, E.; Putzu, L.; Delussu, R.; Fumera, G.; Roli, F. | - | - |
| Initial Experimental Tests of an ANN-Based Microwave Imaging Technique for Neck Diagnostics | 1-gen-2022 | Dachena, C; Fedeli, A; Fanti, A; Lodi, Mb; Fumera, G; Pastorino, M; Randazzo, A | IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS | - |
| Scene-specific crowd counting using synthetic training images | 1-gen-2022 | Delussu, R.; Putzu, L.; Fumera, G. | PATTERN RECOGNITION | - |
| A Robust SVM Color-Based Food Segmentation Algorithm for the Production Process of a Traditional Carasau Bread | 1-gen-2022 | Mannaro, K.; Baire, M.; Fanti, A.; Lodi, M. B.; Didaci, L.; Fedeli, A.; Cocco, L.; Randazzo, A.; Mazzarella, G.; Fumera, G. | IEEE ACCESS | - |
| On the Effectiveness of Synthetic Data Sets for Training Person Re-identification Models | 1-gen-2022 | Delussu, R; Putzu, L; Fumera, G | - | IEEE |
| Automatic Myelofibrosis Grading from Silver-Stained Images | 1-gen-2021 | Putzu, L.; Untesco, M.; Fumera, G. | - | - |
| How Realistic Should Synthetic Images Be for Training Crowd Counting Models? | 1-gen-2021 | Ledda, E.; Putzu, L.; Delussu, R.; Loddo, A.; Fumera, G. | - | - |
| Microwave Tomography of the Neck with ANNs: Preliminary Results with Simplified Numerical Phantoms | 1-gen-2021 | Dachena, C.; Fedeli, A.; Pastorino, M.; Randazzo, A.; Fanti, A.; Lodi, M. B.; Fumera, G. | - | Institute of Electrical and Electronics Engineers Inc. |
| Online domain adaptation for person Re-identification with a human in the loop | 1-gen-2021 | Delussu, R.; Putzu, L.; Fumera, G.; Roli, F. | - | Institute of Electrical and Electronics Engineers Inc. |
| Microwave Imaging of the Neck by Means of Artificial Neural Networks for Tumor Detection | 1-gen-2021 | Dachena, Chiara; Fedeli, Alessandro; Fanti, Alessandro; Lodi, Matteo B.; Fumera, Giorgio; Randazzo, Andrea; Pastorino, Matteo | IEEE OPEN JOURNAL OF ANTENNAS AND PROPAGATION | - |
| Investigating Synthetic Data Sets for Crowd Counting in Cross-scene Scenarios | 1-gen-2020 | Delussu, Rita; Putzu, Lorenzo; Fumera, Giorgio | - | SciTePress |
| An Empirical Evaluation of Cross-scene Crowd Counting Performance | 1-gen-2020 | Fumera, Giorgio; Putzu, Lorenzo; Delussu, Rita | - | SciTePress |
| Deep neural rejection against adversarial examples | 1-gen-2020 | Sotgiu, Angelo; Demontis, Ambra; Melis, Marco; Biggio, Battista; Fumera, Giorgio; Feng, Xiaoyi; Roli, Fabio | EURASIP JOURNAL ON MULTIMEDIA AND INFORMATION SECURITY | - |
| F-measure curves: a tool to visualize classifier performance under imbalance | 1-gen-2020 | Soleymani, R.; Granger, E.; Fumera, G. | PATTERN RECOGNITION | - |
| An empirical evaluation of nuclei segmentation from H&E images in a real application scenario | 1-gen-2020 | Putzu, L.; Fumera, G. | APPLIED SCIENCES | - |
| DEICTIC: a compositional and declarative gesture description based on hidden markov models | 1-gen-2019 | Carcangiu, Alessandro; Spano, Lucio Davide; Fumera, Giorgio; Roli, Fabio | INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES | - |
| A wireless sensors network for monitoring the Carasau bread manufacturing process | 1-gen-2019 | Baire, M.; Melis, A.; Lodi, M. B.; Tuveri, P.; Dachena, C.; Simone, M.; Fanti, A.; Fumera, G.; Pisanu, T.; Mazzarella, G. | ELECTRONICS | - |
| Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid | 1-gen-2018 | Melis, Marco; Demontis, Ambra; Biggio, Battista; Brown, Gavin; Fumera, Giorgio; Roli, Fabio | - | IEEE (Institute of Electrical and Electronics Engineers) |
| Progressive Boosting for Class Imbalance and its Application to Face Re-Identification | 1-gen-2018 | Soleymani, Roghayeh; Granger, Eric; Fumera, Giorgio | EXPERT SYSTEMS WITH APPLICATIONS | - |
| F-Measure Curves for Visualizing Classifier Performance with Imbalanced Data | 1-gen-2018 | Soleymani, Roghayeh; Granger, Eric; Fumera, Giorgio | - | Springer |
| Multi-Stage Ranking Approach for Fast Person Re-Identification | 1-gen-2018 | LAVI SEFIDGARI, Bahram; Fumera, Giorgio; Roli, Fabio | IET COMPUTER VISION | - |
| Infinity-norm support vector machines against adversarial label contamination | 1-gen-2017 | Demontis, Ambra; Biggio, Battista; Fumera, Giorgio; Giacinto, Giorgio; Roli, Fabio | - | CEUR-WS |
| Designing multi-label classifiers that maximize F measures: state of the art | 1-gen-2017 | Pillai, Ignazio; Fumera, Giorgio; Roli, Fabio | PATTERN RECOGNITION | - |
| Gesture modelling and recognition by integrating declarative models and pattern recognition algorithms | 1-gen-2017 | Carcangiu, Alessandro; Spano, Lucio Davide; Fumera, Giorgio; Roli, Fabio | - | Springer |
| An extended sparse classification framework for domain adaptation in video surveillance | 1-gen-2017 | Nourbakhsh, Farshad; Granger, Eric; Fumera, Giorgio | - | Springer International Publishing |
| Statistical meta-analysis of presentation attacks for secure multibiometric systems | 1-gen-2017 | Biggio, Battista; Fumera, Giorgio; Marcialis, GIAN LUCA; Roli, Fabio | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | - |
| A parameter randomization approach for constructing classifier ensembles | 1-gen-2017 | Santucci, Enrica; Didaci, Luca; Fumera, Giorgio; Roli, Fabio | PATTERN RECOGNITION | - |
| Using diversity for classifier ensemble pruning: an empirical investigation | 1-gen-2017 | Ahmed, MUHAMMAD ATTA OTHMAN; Didaci, Luca; LAVI SEFIDGARI, Bahram; Fumera, Giorgio | THEORETICAL AND APPLIED INFORMATICS | - |
| Social engineering 2.0: A foundational work | 1-gen-2017 | Ariu, Davide; Frumento, Enrico; Fumera, Giorgio | - | Association for Computing Machinery |
| Classifier Ensembles with Trajectory Under-Sampling for Face Re-Identification | 1-gen-2016 | Fumera, Giorgio; Granger, Eric; Soleymani, Roghayeh | - | SciTePress |
| Secure Kernel Machines against Evasion Attacks | 1-gen-2016 | Russu, Paolo; Demontis, Ambra; Biggio, Battista; Fumera, Giorgio; Roli, Fabio | - | Association for Computing Machinery |
| A multi-stage approach for fast person re-identification | 1-gen-2016 | Lavi, Bahram; Fumera, Giorgio; Roli, Fabio | - | Springer |
| Super-Sparse Learning in Similarity Spaces | 1-gen-2016 | Demontis, Ambra; Melis, Marco; Biggio, Battista; Fumera, Giorgio; Roli, Fabio | IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE | - |
| Multimodal Person ReIdentification Using RGB-D Cameras | 1-gen-2016 | Pala, Federico; Satta, R; Fumera, Giorgio; Roli, Fabio | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY | - |
| A (Cyber)ROAD to the Future: A Methodology for Building Cybersecurity Research Roadmaps | 1-gen-2016 | Ariu, Davide; Didaci, Luca; Fumera, Giorgio; Giacinto, Giorgio; Roli, Fabio; Frumento, Enrico; Freschi, Federica | - | Springer |
| On security and sparsity of linear classifiers for adversarial settings | 1-gen-2016 | Demontis, Ambra; Russu, Paolo; Biggio, Battista; Fumera, Giorgio; Roli, Fabio | - | Springer |
| Testing Different Learning Strategies on a Simple Connectionist Model of Numerical Fact Retrieval | 1-gen-2016 | Pinna, Simone; Fumera, Giorgio | - | Springer |
| Loss factors for learning Boosting ensembles from imbalanced data | 1-gen-2016 | Soleymani, Roghayeh; Granger, Eric; Fumera, Giorgio | - | IEEE (Institute of Electrical and Electronics Engineers) |
| Anti-spoofing: Multimodal | 1-gen-2015 | Marcialis, GIAN LUCA; Biggio, Battista; Fumera, Giorgio | - | Springer US |
| An empirical investigation on the use of diversity for creation of classifier ensembles | 1-gen-2015 | Ahmed, MUHAMMAD ATTA OTHMAN; Didaci, Luca; Fumera, Giorgio; Roli, Fabio | - | Springer International |
| Yet Another Cybersecurity Roadmapping Methodology | 1-gen-2015 | Ariu, Davide; Didaci, Luca; Fumera, Giorgio; Frumento, E; Freschi, F; Giacinto, Giorgio; Roli, Fabio | - | IEEE |
| Fast image classification with reduced multiclass support vector machines | 1-gen-2015 | Melis, Marco; Piras, Luca; Biggio, Battista; Giacinto, Giorgio; Fumera, Giorgio; Roli, Fabio | - | Springer |
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